This study isn't very convincing, but still, I drink my tea plain. Iced, hot, green, herbal, black, oolong, white, whatever. Sugar/honey/milk often ruins the flavor (loose leaf tea is the totally the best, btw). Lemon is good in a normal black iced tea.
Chai is the only tea that I drink with...